Now accepting early access signups

Share the behavior,
not just the prompt.

Joseki WrapperHub is a registry for versioned, tested, and governed LLM behavior packages. Package prompts, fine-tune recipes, adapters, evals, and safety policies in one reusable format.

The problem

AI teams have outgrown one-off prompts.

Teams need reusable, testable, portable behavior across models, apps, and organizations. But today, prompts live in docs. Fine-tune configs sit in notebooks. Eval suites are buried in repos. Safety rules exist only in vendor dashboards.

Every model switch means rebuilding from scratch. Every handoff means copying prompts into Slack. Every audit means digging through git history. There is no standard way to package, version, or share the full behavior of an LLM deployment.

The solution

One package. Everything your model needs.

Joseki WrapperHub lets you create Behavior Packages — versioned bundles that capture everything about how an LLM should behave.

PromptSpec

System prompts, templates, and examples

FineTuneSpec

Training recipes and configurations

EvalSpec

Evaluation suites and benchmarks

SafetySpec

Safety policies and guardrails

LicenseSpec

Usage terms and attribution

InstallSpec

Runtime setup and dependencies

EvidencePack

Provenance and compliance artifacts

What you can build

Four building blocks for LLM behavior.

Core

Prompt Packages

Reusable prompts with examples, metadata, and version history. Stop copying prompts between projects — install them.

Training

Fine-Tune Recipes

Portable training recipes for closed and open model providers. One recipe, any backend. Reproducible by default.

Adapters

Adapter Registry

Share LoRA adapters with compatible model manifests, artifact hashes, and runtime instructions.

Quality

Green-Badge QA

Validate packages with eval suites, safety scans, license checks, and provenance tracking.

For developers

A CLI that speaks your language.

Install, inspect, and evaluate behavior packages before using them in production.

terminal
$joseki installtexas-local-gov-grant-writer
$joseki inspecttexas-local-gov-grant-writer
$joseki evaltexas-local-gov-grant-writer

Built for trust

Governance is not optional.

Joseki is built for teams that care about security, repeatability, and compliance. Every package carries its own evidence trail.

Package signing with verifiable authorship

Artifact hashes for tamper-proof integrity

License metadata for compliant distribution

Automated safety checks on every version

Evidence packs for audit and compliance

Early access

Get early access.

Join the waitlist to be among the first to publish and install behavior packages.